SOTAVerified|Agents Browse Leaderboard About Blog

regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3691–3700 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions	Mar 3, 2020	regression	—Unverified	0	0
Gaussian Process Regression under Computational and Epistemic Misspecification	Dec 14, 2023	regression	—Unverified	0	0
Gaussian Process Regression with Heteroscedastic or Non-Gaussian Residuals	Dec 26, 2012	regression	—Unverified	0	0
Error Bounds for Piecewise Smooth and Switching Regression	Jul 25, 2017	regression	—Unverified	0	0
Calibrating Uncertainties in Object Localization Task	Nov 27, 2018	Autonomous DrivingDecision Making	—Unverified	0	0
Error Asymmetry in Causal and Anticausal Regression	Oct 11, 2016	Predictionregression	—Unverified	0	0
Error analysis of regularized least-square regression with Fredholm kernel	Nov 21, 2016	Learning TheoryPrediction	—Unverified	0	0
Gaussian process regression with Student-t likelihood	Dec 1, 2009	regression	—Unverified	0	0
Error Analysis of Generalized Nyström Kernel Regression	Dec 1, 2016	Computational Efficiencyregression	—Unverified	0	0
Calibrated Reliable Regression using Maximum Mean Discrepancy	Jun 18, 2020	BIG-bench Machine LearningPrediction Intervals	—Unverified	0	0

Show:10 25 50

← PrevPage 370 of 943Next →

All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified